Found: 159
Select item for more details and to access through your institution.
Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
A Kernel Multiple Change-point Algorithm via Model Selection.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Why do deep convolutional networks generalize so poorly to small image transformations?
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
DataWig: Missing Value Imputation for Tables.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Stochastic Canonical Correlation Analysis.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
DBSCAN: Optimal Rates For Density-Based Cluster Estimation.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Fast Automatic Smoothing for Generalized Additive Models.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Shared Subspace Models for Multi-Group Covariance Estimation.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
DPPy: DPP Sampling with Python.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Model Selection in Bayesian Neural Networks via Horseshoe Priors.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Differentiable reservoir computing.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
On the Convergence of Gaussian Belief Propagation with Nodes of Arbitrary Size.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Sparse Kernel Regression with Coefficient-based ℓregularization.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Learning Overcomplete, Low Coherence Dictionaries with Linear Inference.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Embarrassingly Parallel Inference for Gaussian Processes.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
New Convergence Aspects of Stochastic Gradient Algorithms.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Neural Empirical Bayes.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Determinantal Point Processes for Coresets.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 161-184, p. 1
- By:
- Publication type:
- Article
Learning by Unsupervised Nonlinear Diffusion.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 160, p. 1
- By:
- Publication type:
- Article
Collective Matrix Completion.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Characterizing the Sample Complexity of Pure Private Learners.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Convergence of Gaussian Belief Propagation Under General Pairwise Factorization: Connecting Gaussian MRF with Pairwise Linear Gaussian Model.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Decentralized Dictionary Learning Over Time-Varying Digraphs.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Approximation algorithms for stochastic clustering.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
GraSPy: Graph Statistics in Python.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Convergence guarantees for a class of non-convex and non-smooth optimization problems.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Bayesian Optimization for Policy Search via Online-Offline Experimentation.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Provably Accurate Double-Sparse Coding.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
On Asymptotic and Finite-Time Optimality of Bayesian Predictors.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Multiclass Boosting: Margins, Codewords, Losses, and Algorithms.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Optimal Convergence Rates for Convex Distributed Optimization in Networks.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
High-dimensional Varying Index Coefficient Models via Stein's Identity.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Generalized maximum entropy estimation.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Learning Optimized Risk Scores.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Quantifying Uncertainty in Online Regression Forests.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Minimal Sample Subspace Learning: Theory and Algorithms.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Nonparametric Bayesian Aggregation for Massive Data.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1
- By:
- Publication type:
- Article
Gaussian Processes with Linear Operator Inequality Constraints.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 117-136, p. 1
- By:
- Publication type:
- Article
Binarsity: a penalization for one-hot encoded features in linear supervised learning.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 117-136, p. 1
- By:
- Publication type:
- Article
ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 117-136, p. 1
- By:
- Publication type:
- Article
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction.
- Published in:
- Journal of Machine Learning Research, 2019, v. 20, n. 117-136, p. 1
- By:
- Publication type:
- Article